Stochastic Methods

4 credits

Introduction to methods of stochastic modeling and simulation. Topics include random variables; stochastic processes; Markov processes; one-step processes; the Fokker-Planck equation and Brownian motion; the Langevin approach; Monte-Carlo methods; fluctuations and the Boltzmann equation; and stochastic differential equations.